• DocumentCode
    3474091
  • Title

    A process mining analysis on a Virtual Electronic Patient Record system

  • Author

    Rebuge, Alvaro ; Velez Lapao, Luis ; Freitas, Adelaide ; Cruz-Correia, Ricardo

  • Author_Institution
    CINTESIS, Univ. of Porto (FMUP), Porto, Portugal
  • fYear
    2013
  • fDate
    20-22 June 2013
  • Firstpage
    554
  • Lastpage
    555
  • Abstract
    Process mining can be used to extract healthcare processes related information from event logs by performing analysis exploiting the information recorded in it. We report a process mining analysis made to an event log containing traces on user activity recorded by a Virtual Electronic Patient Record (VEPR) system of a Central Hospital. A set of technical analyses were performed. Results from the discovery and characterization of global behavior and from a time series analysis on observed user tasks are reported. Process mining was applied successfully to discover, characterize and analyze user behavior recorded from VEPR. Worth noting the execution of tasks profile observed after log out, revealing significant security problems.
  • Keywords
    data mining; health care; medical information systems; security of data; time series; virtual reality; Central Hospital; VEPR; Virtual Electronic Patient Record system; event logs; global behavior characterization; global behavior discovery; healthcare processes; information extraction; log out; process mining analysis; security problem; task profile execution; technical analyses; time series analysis; user activity; Business; Data mining; Hospitals; Information systems; Inspection; Time series analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer-Based Medical Systems (CBMS), 2013 IEEE 26th International Symposium on
  • Conference_Location
    Porto
  • Type

    conf

  • DOI
    10.1109/CBMS.2013.6627874
  • Filename
    6627874